Portfolio

Agentic AI, built and shipped.

Hands-on AI applications — from production multi-agent systems in regulated risk environments to personal finance tools.

Enterprise project

RAG Knowledge Base

An enterprise retrieval-augmented knowledge base with three interaction modes — from chunk-level study to multi-agent deep research.

  • Study mode — browse documents chunk by chunk with on-demand LLM summaries and Q&A; built to help new joiners self-onboard without a senior colleague.
  • Chat mode — standard grounded RAG: retrieve relevant chunks, generate a cited answer.
  • Research mode — a multi-agent pipeline that decomposes a topic, retrieves and drafts, runs a critic/reviewer pass, re-queries to fill gaps, then produces a refined answer with full citations.
ChromaDB Streamlit Chainlit Multi-agent RAG LLM
Enterprise project

Multi-Agent Assistant

A config-driven multi-agent assistant — agents assembled like Lego blocks from reusable skills.

  • "Skills as Lego blocks" — config-driven composition lowers the barrier to building or reconfiguring agents.
  • Layered memory: an in-memory vector store for fast recall plus a persistent wiki-backed store.
  • Multi-format output — Word, Excel, slides, and HTML from the same skill set.
Multi-agent framework Skills architecture Vector memory Multi-format output
Enterprise project

Risk Operations Console

Consolidates routine business-as-usual operations from several risk teams into one governed platform with audit and access control.

  • Cross-team consolidation with a roster system for shared operator coverage.
  • Role-based access control (RBAC) and a complete audit trail for compliance.
  • LLM-assisted analysis of operational results, surfacing conclusions and recommendations to the operator.
Streamlit LangChain LangGraph RBAC Audit logging
Personal project

Finance News Dashboard

A self-running agent that curates daily financial news into a personal dashboard — no manual steps.

  • Scheduled, autonomous execution — runs unattended on a daily trigger.
  • Live financial data feeds integrated via API.
  • Structured dashboard for fast, low-friction reading.
Agentic cron workflow Live news API Dashboard
Personal project

Investment Research Dashboard

Aggregates equity research reports into a single searchable, hosted hub.

  • Document ingestion and storage pipeline for research PDFs.
  • Searchable, navigable dashboard hub.
  • Finance-domain focus (equities research).
Document ingestion Search Dashboard hub